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Topic

Gig Economy

Work arranged through apps and short-term contracts, typically performed outside conventional full-time employment relationships.

Current stories

investOne report1 publisher

Specialists checking AI output earn $80 to $450 an hour, a floor above the $65 generalist ceiling

Doctors, lawyers and engineers training AI models earn $80 to $450 an hour, Bloomberg reported, against $10 to $65 for generalist data workers. Mercor's average expert rate, $85 to $108, sits near the bottom of that range.

Reality

Evidence40
Adoption55
Hype gap+15
Incentives
Not scored
Confidence45
leadershipOne report1 publisher

UK consultation proposes making employers prove contractors are not workers

UK ministers have opened a consultation on ending bogus self-employment that the Resolution Foundation says may put 900,000 people at risk. Employers that use substitution clauses are the stated target of its proposals.

Reality

Evidence50
Adoption
Not scored
Hype gap+8
Incentives40
Confidence55
leadershipOne report1 publisher

Lawyers doubt Labour's worker status test will reach the 100,000 workers Reynolds cited

Employment lawyers warn Jonathan Reynolds's bogus self-employment crackdown may fall short of the 100,000 workers he said could gain pay rights. With no plan to change tax status, self-employment stays the cheaper classification for employers going into this month's consultation.

Reality

Evidence42
Adoption
Not scored
Hype gap+30
Incentives65
Confidence40
productConfirmed3 publishers

Nairobi's essay trade now sells detector evasion instead of essays

Researchers counted at least 40,000 people in Nairobi writing other people's coursework early this decade. The trade is close to gone, and the work that still pays is rewriting model output by hand until the software cannot tell.

Perspective Coverage

3 publishers
Builder
Builder 20%
Operator
Operator 50%
Investor
Investor 30%

Reality

Evidence55
Adoption40
Hype gap+25
Incentives30
Confidence60
investOne report1 publisher

Mamdani puts City Hall's referral machinery behind private-sector union drives

New York's Office of Worker Power gets a director who ran the United Auto Workers' organizing department and an order pushing three city agencies toward proactive labor investigations, while its budget and headcount stay unstated.

Reality

Evidence61
Adoption31
Hype gap+27
Incentives66
Confidence54